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    Home»Development»Machine Learning»ILuvUI: Instruction-Tuned Language-Vision Modeling of UIs from Machine Conversations

    ILuvUI: Instruction-Tuned Language-Vision Modeling of UIs from Machine Conversations

    July 11, 2025

    Multimodal Vision-Language Models (VLMs) enable powerful applications from their fused understanding of images and language, but
    many perform poorly on UI tasks due to the lack of UI training data. In this paper, we adapt a recipe for generating paired text-image
    training data for VLMs to the UI domain by combining existing pixel-based methods with a Large Language Model (LLM). Unlike
    prior art, our method requires no human-provided annotations, and it can be applied to any dataset of UI screenshots. We generate a
    dataset of 335K conversational examples paired with UIs that cover Q&A, UI…

    Source: Read More 

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    CVE-2025-5205 – 1000 Projects Daily College Class Work Report Book SQL Injection Vulnerability

    May 26, 2025

    CVE ID : CVE-2025-5205

    Published : May 26, 2025, 9:15 p.m. | 3 hours, 42 minutes ago

    Description : A vulnerability classified as critical has been found in 1000 Projects Daily College Class Work Report Book 1.0. Affected is an unknown function of the file /dcwr_entry.php. The manipulation of the argument Date leads to sql injection. It is possible to launch the attack remotely. The exploit has been disclosed to the public and may be used.

    Severity: 7.3 | HIGH

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